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Market around Knowledge Rag

Local RAG system for Claude Code with hybrid search, cross-encoder reranking, 13 MCP tools, and 20 format parsers. Runs entirely on-device with zero external servers.

Visit pypi.org ↗Pricing page ↗

Explore the market

Prices and medians update for the tier you select. Caution: thin market — treat statistics as indicative.

Compare at
Knowledge Rag · Pro
No Pro plan
—
Pro-MCP server median
—
insufficient comparable pricing
vs Pro MCP servers
No comparison
Knowledge Rag doesn't sell Pro
ⓘ Comparisons are same provider type (MCP server) and same buyer tier (Pro). Never across tiers.
Market density
82nd pctile
43 competing vendors
Comparable listings · 30d
Flat
limited data · 2 priced comparables
Price spectrum · Pro plans · 1 of 2 providers priced · log scale · $35 → $35/mo
MCP servers◻ shaded = middle 50% · line = median (all types)Knowledge Rag has no comparable Pro price — not plotted

Products in this market

Ranked by how closely each one matches Knowledge Rag's job. Prices show each provider's Pro state; entry prices are labelled as such. Unpriced products still belong to the market.

MMCP servers47Ranked by similarity
Knowledge Ragthis listing
● MCP
no public price
Claude KB
● MCP83% similar
no public price
stash
● MCP81% similar
no public price
Defrost AI
● MCP81% similar
no public price
Obsidian RAG MCP
● MCP81% similar
no public price
ProjectRecall
● MCP80% similar
no public price
Claude Brain
● MCP79% similar
no public price
Synorive
● MCP79% similar
no public price
MCP RAGdown
● MCP77% similar
no public price
Synapse
● MCP77% similar
no public price
Claude Context Hub
● MCP76% similar
no public price
Knowledge Base
● MCP76% similar
no public price
Claudemon
● MCP76% similar
no public price
ClaudeBase
● MCP76% similar
no public price
Agentic-RAG-MCP
● MCP76% similar
no public price
Free Search MCP
● MCP76% similar
no public price
Cyxj Groksearch
● MCP75% similar
no public price
Local RAG MCP
● MCP75% similar
no public price
Verinoda Symbiosis
● MCP75% similar
no public price
AsterMind MCP
● MCP75% similar
no public price
agent-hub
● MCP75% similar
no public price
Agent Library
● MCP75% similar
no public price
Codebase Copilot
● MCP75% similar
no public price
Longhand
● MCP75% similar
no public price
OCR MCP
● MCP75% similar
no public price
MCP RAG Server
● MCP74% similar
no public price
OpenSwarm
● MCP74% similar
no public price
Sherpa MCP
● MCP74% similar
no public price
Askline
● MCP74% similar
$35/mo Pro
Agent Fusion
● MCP74% similar
no public price
MCP Toolserver
● MCP74% similar
no public price
cc-handoff
● MCP74% similar
no public price
Zai Web Search
● MCP74% similar
no Pro plan
entry $18/mo
Rtfm
● MCP74% similar
no public price
Houtini Mcp Tools
● MCP74% similar
no public price
Pseudolife
● MCP74% similar
no public price
NAVER Mail MCP
● MCP74% similar
no public price
Thimiko
● MCP73% similar
no public price
nouez
● MCP73% similar
no public price
claude-dig
● MCP73% similar
no public price
dfine Semantic MCP
● MCP73% similar
no public price
Research Oyster
● MCP73% similar
no public price
Agent Knowledge Memory Wiki
● MCP73% similar
no public price
MCP Memory Server
● MCP73% similar
no public price
Serper Dev
● MCP73% similar
no public price
MCP Documentation
● MCP73% similar
no public price
Claude Code Session
● MCP73% similar
no public price
PPlatforms1Ranked by similarity
Muster
● PLATFORM76% similar
no public price
FFrameworks1Ranked by similarity
cfetch
● FRAMEWORK76% similar
no public price
AAgents1Ranked by similarity
Notion AI Hub
● AGENT73% similar
no public price

Thin market — few comparable priced products; treat statistics as indicative.